Video Key Frames Feature Selection And Face Recognition
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Video Key Frames Feature Selection And Face Recognition
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Author : Shirley C P
language : en
Publisher:
Release Date : 2024-02-13
Video Key Frames Feature Selection And Face Recognition written by Shirley C P and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-02-13 with Computers categories.
"Video Key Frames Feature Selection and Face Recognition," authored by Shirley C. P, is an indispensable guide that delves into the fascinating realms of computer vision, machine learning, and artificial intelligence, specifically focusing on the domains of image processing, video analysis, and pattern recognition. This comprehensive book encompasses cutting-edge techniques and methodologies essential for understanding and harnessing the power of visual computing. The book places a strong emphasis on the vital aspects of video analysis, exploring topics such as key frames, feature selection, and face recognition. It delves into the intricacies of video surveillance, object tracking, and facial detection, shedding light on the underlying mechanisms behind image classification, image segmentation, and motion analysis. With an emphasis on both theoretical foundations and practical applications, the book covers a wide array of subjects, including video retrieval, content-based video retrieval, video summarization, and visual features. It explores the intricacies of face detection, verification, identification, and alignment, along with facial expression recognition and pose estimation. Additionally, it addresses topics like action recognition, human activity recognition, video forensics, and video compression, as well as video quality assessment, coding, and indexing. Furthermore, the book delves into multimedia analytics, multimedia content analysis, video-based biometrics, and video foreground extraction. It explores the crucial area of object recognition and video annotation, while also delving into multimedia retrieval, video mining, visual content analysis, and multimedia forensics. Through its insightful content, the book aims to enhance readers' understanding of video understanding and empower them with the knowledge necessary to tackle complex challenges in the field. Overall, "Video Key Frames Feature Selection and Face Recognition" serves as an invaluable resource for researchers, practitioners, and enthusiasts interested in exploring the vast potential of video analysis, image processing, and visual computing.
Key Frame Extraction Of Surveillance Video Based On Motion Analysis
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Author : Yunzuo Zhang
language : en
Publisher: Scientific Research Publishing, Inc. USA
Release Date : 2021-01-29
Key Frame Extraction Of Surveillance Video Based On Motion Analysis written by Yunzuo Zhang and has been published by Scientific Research Publishing, Inc. USA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-01-29 with Social Science categories.
Surveillance video has a wide range of applications in many fields, such as national economic construction, public security information construction, and widely adopted countries worldwide. The infrastructure of the video surveillance system has begun to take shape and is still rapid expansion. As thousands of surveillance cameras monitor and record round the clock, the amount of video data has been explosive growth. Finding the required information in a large number of surveillance videos is undoubtedly a needle in a haystack. Motion is a significant feature of video, and much meaningful visual information is contained in the movement. In many application scenarios, like road traffic monitoring, security for major events, guidance for military aircraft, and autonomous vehicle, people tend to pay more attention to the moving object. The analysis shows that the key frame extraction of surveillance video based on motion analysis has important practical significance. Hence, this book puts forward several key frame extraction methods of surveillance video around capturing the target motion state.
Recent Trends In Image Processing And Pattern Recognition
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Author : K. C. Santosh
language : en
Publisher: Springer Nature
Release Date : 2021-02-25
Recent Trends In Image Processing And Pattern Recognition written by K. C. Santosh and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-02-25 with Computers categories.
This two-volume set constitutes the refereed proceedings of the Third International Conference on Recent Trends in Image Processing and Pattern Recognition (RTIP2R) 2020, held in Aurangabad, India, in January 2020. The 78 revised full papers presented were carefully reviewed and selected from 329 submissions. The papers are organized in topical sections in the two volumes. Part I: Computer vision and applications; Data science and machine learning; Document understanding and Recognition. Part II: Healthcare informatics and medical imaging; Image analysis and recognition; Signal processing and pattern recognition; Image and signal processing in Agriculture.
Video Analytics Face And Facial Expression Recognition And Audience Measurement
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Author : Kamal Nasrollahi
language : en
Publisher: Springer
Release Date : 2017-03-28
Video Analytics Face And Facial Expression Recognition And Audience Measurement written by Kamal Nasrollahi and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-03-28 with Computers categories.
This book constitutes the proceedings of the Third Workshop on Video Analytics for Audience Measurement, VAAM 2016, and the Second International Workshop on Face and Facial Expression Recognition from Real World Videos, FFER 2016, held at the 23rd International Conference on Pattern Recognition, ICPR 2016, in Cancun, Mexico, in December 2016. The 11 papers presented in this volume were carefully reviewed and selected from 13 submissions. They deal with: re-identification; consumer behavior analysis; utilizing pupillary response for task difficulty measurement; logo detection; saliency prediction; classification of facial expressions; face recognition; face verification; age estimation; super resolution; pose estimation; and pain recognition.
Machine Learning And Data Science
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Author : Prateek Agrawal
language : en
Publisher: John Wiley & Sons
Release Date : 2022-08-09
Machine Learning And Data Science written by Prateek Agrawal and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-08-09 with Computers categories.
MACHINE LEARNING AND DATA SCIENCE Written and edited by a team of experts in the field, this collection of papers reflects the most up-to-date and comprehensive current state of machine learning and data science for industry, government, and academia. Machine learning (ML) and data science (DS) are very active topics with an extensive scope, both in terms of theory and applications. They have been established as an important emergent scientific field and paradigm driving research evolution in such disciplines as statistics, computing science and intelligence science, and practical transformation in such domains as science, engineering, the public sector, business, social science, and lifestyle. Simultaneously, their applications provide important challenges that can often be addressed only with innovative machine learning and data science algorithms. These algorithms encompass the larger areas of artificial intelligence, data analytics, machine learning, pattern recognition, natural language understanding, and big data manipulation. They also tackle related new scientific challenges, ranging from data capture, creation, storage, retrieval, sharing, analysis, optimization, and visualization, to integrative analysis across heterogeneous and interdependent complex resources for better decision-making, collaboration, and, ultimately, value creation.
Metadata And Semantics Research
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Author : Emmanouel Garoufallou
language : en
Publisher: Springer
Release Date : 2015-09-03
Metadata And Semantics Research written by Emmanouel Garoufallou and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-09-03 with Computers categories.
This book constitutes the refereed proceedings of the 9th Metadata and Semantics Research Conference, MTSR 2015, held in Manchester, UK, in September 2015.The 35 full papers and 3 short papers presented together with 2 poster papers were carefully reviewed and selected from 76 submissions. The papers are organized in several sessions and tracks: general track on ontology evolution, engineering, and frameworks, semantic Web and metadata extraction, modelling, interoperability and exploratory search, data analysis, reuse and visualization; track on digital libraries, information retrieval, linked and social data; track on metadata and semantics for open repositories, research information systems and data infrastructure; track on metadata and semantics for agriculture, food and environment; track on metadata and semantics for cultural collections and applications; track on European and national projects.
Innovations And Advanced Techniques In Computer And Information Sciences And Engineering
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Author : Tarek Sobh
language : en
Publisher: Springer Science & Business Media
Release Date : 2007-09-04
Innovations And Advanced Techniques In Computer And Information Sciences And Engineering written by Tarek Sobh and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-09-04 with Technology & Engineering categories.
This book includes a set of rigorously reviewed world-class manuscripts addressing and detailing state-of-the-art research projects in the areas of Computer Science, Computer Engineering and Information Sciences. The book presents selected papers from the conference proceedings of the International Conference on Systems, Computing Sciences and Software Engineering (SCSS 2006). All aspects of the conference were managed on-line.
Information Technology And Computer Application Engineering
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Author : Hsiang-Chuan Liu
language : en
Publisher: CRC Press
Release Date : 2013-10-11
Information Technology And Computer Application Engineering written by Hsiang-Chuan Liu and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-10-11 with Computers categories.
This proceedings volume brings together some 189 peer-reviewed papers presented at the International Conference on Information Technology and Computer Application Engineering, held 27-28 August 2013, in Hong Kong, China. Specific topics under consideration include Control, Robotics, and Automation, Information Technology, Intelligent Computing and Telecommunication, Computer Science and Engineering, Computer Education and Application and other related topics. This book provides readers a state-of-the-art survey of recent innovations and research worldwide in Information Technology and Computer Application Engineering, in so-doing furthering the development and growth of these research fields, strengthening international academic cooperation and communication, and promoting the fruitful exchange of research ideas. This volume will be of interest to professionals and academics alike, serving as a broad overview of the latest advances in the dynamic field of Information Technology and Computer Application Engineering.
Advances In Face Image Analysis Techniques And Technologies
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Author : Zhang, Yu-Jin
language : en
Publisher: IGI Global
Release Date : 2010-07-31
Advances In Face Image Analysis Techniques And Technologies written by Zhang, Yu-Jin and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-07-31 with Computers categories.
More than 30 leading experts from around the world provide comprehensive coverage of various branches of face image analysis, making this text a valuable asset for students, researchers, and practitioners engaged in the study, research, and development of face image analysis techniques.
Image And Video Retrieval
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Author : Erwin M. Bakker
language : en
Publisher: Springer Science & Business Media
Release Date : 2003-07-11
Image And Video Retrieval written by Erwin M. Bakker and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003-07-11 with Computers categories.
Welcome to the 2nd International Conference on Image and Video Retrieval, CIVR2003. The goal of CIVR is to illuminate the state of the art in visual information retrieval and to stimulate collaboration between researchers and practitioners. This year we received 110 submissions from 26 countries. Based upon the reviews of at least 3 members of the program committee, 43 papers were accepted for the research track of the conference. First, we would like to thank all of the members of the Program Committee and the additional referees listed below. Their reviews of the submissions played a pivotal role in the quality of the conference. Moreover,we are grateful to Nicu Sebe and Xiang Zhou for helping to organize the review process; Shih-Fu Chang and Alberto del Bimbo for setting up the practitioner track; and Erwin Bakker for editing the proceedings and designing the conference poster. Special thanks go to our keynote and plenary speakers, Nevenka Dimitrova fromPhilipsResearch,RameshJainfromGeorgiaTech,ChrisPorterfromGetty Images,andAlanSmeatonfromDublinCityUniversity.Furthermore,wewishto acknowledge our sponsors, the Beckman Institute at the University of Illinois at Urbana-Champaign,TsingHuaUniversity,theInstitutionofElectricalEngineers (IEE),PhilipsResearch,andtheLeidenInstituteofAdvancedComputerScience at Leiden University. Finally, we would like to express our thanks to severalpeople who performed important work related to the organization of the conference: Jennifer Quirk and Catherine Zech for the localorganizationat the BeckmanInstitute; Richard Harvey for his help with promotional activity and sponsorship for CIVR2003; andtotheorganizingcommitteeofthe?rstCIVRforsettinguptheinternational mission and structure of the conference.